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https://github.com/rampal-punia/rampal-punia


https://github.com/rampal-punia/rampal-punia

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README

          

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Hi there I'm RS Punia!

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## Object Detection and Tracking WebApp (Demo)

This web app is up and running on the Streamlit cloud server!!! Thanks ‘Streamlit’ for the community support for the cloud upload. You can check the demo of this web application on the link below.

[yolov8-streamlit-detection-tracking-webapp](https://yolov8-object-detection-and-tracking-app.streamlit.app/)

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## About Me:

I am a Python Software Developer from India.

- 🔭 Computer Vision and NLP.
- 🧑‍💻 Generative AI and Machine Learning
- 🧾 Data analysis and visualization
- 📫 A Full Stack Developer (Django & React)
- 🌱 Exploring Technical Content Writing
- ⚡ In my free time I solve problems on Kaggle and read tech articles.

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## Blogs & Articles on [Medium.com](https://rs-punia.medium.com/)

### Python FAQs

- [What does `if __name__ == ‘__main__’` mean in Python?](https://medium.com/@mycodingmantras/what-does-if-name-main-mean-in-python-fa6b0460a62d)

- [Parameters VS Arguments in Python](https://medium.com/@mycodingmantras/parameters-vs-arguments-in-python-7252ec93da89)

- [Understanding the Dynamic Typing Nature of Python: A Comprehensive Guide](https://medium.com/@mycodingmantras/understanding-the-dynamic-typing-nature-of-python-a-comprehensive-guide-8f825fda0d01)

- [Do Variables in Python hold the actual data or the reference to that data?](https://medium.com/@mycodingmantras/do-variables-in-python-hold-the-actual-data-or-the-reference-to-that-data-8760fc71d814)

### Python Tutorials

- [21 Most Frequently Used Built-in Functions In Python — A Beginners Guide](https://medium.com/@mycodingmantras/21-most-frequently-used-built-in-functions-in-python-a-beginners-guide-2224a6cda953)

- [Demystifying Python Ellipsis: Unleashing the Power of the Three Dots](https://medium.com/p/cad7fed70b4c)

- [8 Must-Know Points To Improve Code Readability](https://medium.com/@mycodingmantras/8-must-know-points-to-improve-code-readability-824ca4d35e7e)

- [Global and Nonlocal Keywords in Python With Best Practices](https://medium.com/@mycodingmantras/global-and-nonlocal-keywords-in-python-with-best-practices-750f6393ecef)

### Python Projects

- [Designing A Login Register and User Authentication Script in Python](https://medium.com/@mycodingmantras/designing-a-login-register-and-user-authentication-script-in-python-326a11821504)

- [Learn All Important Methods of pathlib Module with Single Project](https://medium.com/@mycodingmantras/learn-all-important-methods-of-pathlib-module-with-single-project-eb60a2f03053)

- [How to Extract Frames from a Video using Python — A Complete Guide](https://medium.com/@mycodingmantras/how-to-extract-frames-from-a-video-using-python-a-complete-guide-3124618b76cb)

### ML Blogs

- [How to Measure the Performance of Your Machine Learning Models: Precision, Recall, Accuracy, and F1 Score](https://medium.com/@mycodingmantras/how-to-measure-the-performance-of-your-machine-learning-models-precision-recall-accuracy-and-f1-855702df048b)

- [Building a Real-Time Object Detection and Tracking App with YOLOv8 and Streamlit: (3 Part Series)](https://medium.com/@mycodingmantras/building-a-real-time-object-detection-and-tracking-app-with-yolov8-and-streamlit-part-1-30c56f5eb956)

## 🛠  Languages and Tools


Python 
JavaScript 
c 
Django 
React 
Keras 
Kafka 
Jquery 
Linux 
Ubuntu 
Numpy 
OpenCV 
Pandas 
Pytorch 
Tensorflow 
Postgresql 
PyQt5 
SQLite 
HTML 
CSS 
Bootstrap 
Anaconda 
Jupyter 
VSCode 
 
Nginx 
Kaggle 
Canva 
Markdown 

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## 🚀   My Stats

[![GitHub Streak](https://github-readme-streak-stats.herokuapp.com/?user=rampal-punia)](https://git.io/streak-stats)

[![Top Langs](https://github-readme-stats.vercel.app/api/top-langs/?username=rampal-punia)](https://github.com/anuraghazra/github-readme-stats)